Information access in context

被引:47
作者
Budzik, J [1 ]
Hammond, KJ [1 ]
Birnbaum, L [1 ]
机构
[1] Northwestern Univ, Intelligent Informat Lab, Evanston, IL 60201 USA
关键词
information access; agents; context; proactive systems; automated resource discovery; similarity;
D O I
10.1016/S0950-7051(00)00105-2
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Our central claim is that user interactions with productivity applications (e.g, word processors, Web browsers, etc.) provide rich contextual information that can be leveraged to support just-in-time access to task-relevant information. As evidence for our claim, we present Watson, a system which gathers contextual information in the form of the text of the document the user is manipulating, in order to proactively retrieve documents from distributed information repositories related to task at hand, as well as process explicit requests in the context of this task. We close by describing the results of several experiments with Watson, which show it consistently provides useful information to its users. The experiments also suggest that, contrary to the assumptions of many system designers, similar documents are not necessarily useful documents in the context of a particular task. (C) 2001 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:37 / 53
页数:17
相关论文
共 37 条
[1]  
BADUE C, 1998, 1998 WORLD C WWW INT
[2]  
BILLSUS D, 1998, P 3 INT C AUT AG
[3]  
BRADSHAW S, 1999, P ASIS ANN M WASH DC
[4]  
BRADSHAW S, 2000, P 2000 INT C INT US
[5]  
BUDZIK J, 2000, P AAAI 2000 WORKSH A
[6]  
BUDZIK J, 1998, P 1998 WORLD C WWW I
[7]  
CHEN L, 1998, P 2 INT C AUT AG
[8]  
CHENG I, 1997, CSD97963 U CAL COMP
[9]  
DEAN J, 1999, P 8 INT WORLD WID WE
[10]  
Drori O., 2000, SIGCHI Bulletin, V32, P73, DOI 10.1145/333329.333350